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Co-authored-by: 羽癫 <yudian.zy@antgroup.com>

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Co-authored-by: guoyuhong <yuhong.gyh@antgroup.com>

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Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>

fix: flashinfer_cutlass_moe: Use max of global expert scales instead of local for input scale (#10296)

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[Qwen3-Next] switch to triton and cache conv states to accelerate MTP from 300 tok/s to 341 tok/s (#10335)
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